public void Filler_Xavier()
{
var blob = new Tensor(2, 3, 4, 5);
var filler = new XavierFiller();
filler.Fill(blob);
int fanIn = blob.Count / blob.Num;
double scale = Math.Sqrt(3 / fanIn);
using (var blobCpu = blob.OnCpu())
{
int count = blob.Count;
var data = blobCpu.Data;
for (int i = 0; i < count; i++)
{
Assert.True(data[i] >= -scale);
Assert.True(data[i] <= scale);
}
}
}
public void Filler_Xavier()
{
var blob = new Tensor(2, 3, 4, 5);
var filler = new XavierFiller();
filler.Fill(blob);
int fanIn = blob.Count / blob.Num;
double scale = Math.Sqrt(3 / fanIn);
using (var blobCpu = blob.OnCpu())
{
int count = blob.Count;
var data = blobCpu.Data;
for (int i = 0; i < count; i++)
{
Assert.True(data[i] >= -scale);
Assert.True(data[i] <= scale);
}
}
}